Working Student R&D · Talent · Open Source
Working Student R&D That Moves Your Company Forward
Hiring a working student for AI, data, or sustainability R&D often stalls because core engineers lack the time to define a rigorous research task or maintain prototype code. We help you scope high-leverage research tasks, recruit pre-vetted students from our research network, and maintain shared open-source software modules long-term.
Common bottlenecks
Why working student R&D projects often underdeliver
What happens when companies hire capable students without a research operating model
Working students are typically available up to 20 hours per week during the semester. Put on critical-path sprint tickets, they slow down releases; left with a vague research prompt, they drift without producing usable results.
Evaluating AI models, sustainability datasets, or domain pipelines requires regular methodological sparring that busy product teams rarely have bandwidth to provide every week.
Standard recruiting channels attract generalist applicants but struggle to assess whether a candidate can design an evaluation benchmark, curate a dataset, or write reproducible research code.
Even when a student builds a promising prototype, it frequently turns into unmaintained internal legacy code the moment their semester or contract ends.
Without a documented research question, technical uncertainty, and structured work packages, companies miss out on German R&D incentives such as the Forschungszulage.
Company value
What we offer companies
From task definition and candidate matching to long-term open-source maintenance
Scoping research tasks that move the needle
We work with your technical and domain leads to carve out a self-contained R&D task—such as an evaluation benchmark, a document extraction module, a domain dataset, or a model comparison—that advances your roadmap without blocking daily product sprints.
Recruiting from our research collaboration pool
We help you find and select working students by drawing on students and alumni from our previous research projects and the NLP4Climate community.
Open-source module co-development & maintenance
When a student develops a foundational software module as open source with us, we maintain it long-term in our open ecosystem—reducing your ongoing maintenance and development costs.
Alignment with Forschungszulage, ZIM & Transfer BONUS
We structure the research problem, technical uncertainty, and milestones so your R&D work is cleanly organized for Germany's Forschungszulage, ZIM collaborations, or Berlin's Transfer BONUS Design.
How our Working Student R&D Service works
Step 1: Scope the research task & open-source boundary
In a scoping session with your product or engineering lead, we turn a strategic bottleneck into a 3-to-6-month working student roadmap, deciding what stays proprietary and which software module benefits from open-source co-development.
Step 2: Match candidates from our research network
We shortlist pre-vetted students from our previous collaborations and the NLP4Climate community—or screen applicants for methodological and technical fit—so your HR team hires with confidence.
Step 3: Co-supervise methods, evaluation & code quality
While the student works in your team during the semester, we provide regular research sparring, evaluation design review, and open-source architectural guidance.
Step 4: Deliver, publish, and maintain long-term
Your company integrates the validated findings or software module. Shared open-source components are maintained in our ecosystem, and strong results can be published jointly or extended into a thesis.
Related offers & guides
Connected pathways & German R&D funding
Combine working student roles with theses, mandatory internships, and public R&D incentives
When a research question calls for a dedicated 3-to-6-month deep dive, we help scope and co-supervise industry Bachelor and Master theses with publication and open-source pathways.
Structure full-time mandatory university internships around a clear learning mandate and a self-contained open-source R&D module.
We help define your entire research topic, structure technical uncertainty and work packages, and organize execution with working students and researchers so your R&D succeeds.
Our overarching model for connecting universities, companies, domain experts, and engineering teams around datasets, benchmarks, and papers.
Practical overview for HR and R&D leads on how German tax incentives, ZIM cooperative grants, and Berlin's Transfer BONUS Design apply to R&D and student work.
How German engineering and HR teams choose the right student contract setup for R&D without creating unmaintained prototype code.
Student value
What we offer working students & young researchers
Why strong Master's and Bachelor's students join collaborations in the Climate+Tech ecosystem
Concrete research & thesis ideas
Start from a well-framed research question with real company context, baselines, and domain relevance rather than an abstract textbook exercise.
Co-authoring research papers
Collaborate with experienced university researchers and industry practitioners with a clear path to joint academic publications and workshop papers when the evidence supports it.
Meaningful climate & sustainability topics
Work on substantive problems in climate risk, corporate sustainability reporting, greenwashing detection, and climate fact-checking.
Open-source tools that outlive the semester
Contribute code and datasets to active open-source frameworks such as the OpenSustainability Analysis Framework, building a visible public portfolio.
NLP4Climate & peer community
Join monthly community calls, topic focus groups, and Slack exchanges through NLP4Climate alongside researchers from across Europe.
Path to thesis or Pflichtpraktikum
Connect a working student role directly with a Bachelor or Master thesis or a mandatory university internship.
Track record
Proven in practice: Research & open-source collaborations
Datasets, papers, theses, and open-source tools built through our company, researcher, and student collaborations
Started from Score4More's retrieval bottleneck in sustainability reports. Structured with University of Zurich researchers and domain analysts into an expert-annotated benchmark and working paper on decision-useful information retrieval.
Grew out of Lolie Cambolive's Master thesis and ongoing research collaboration with Europa-Universität Viadrina and the University of Zurich, analyzing corporate carbon emission compliance evasion strategies with AI tools.
Open-source AI toolkit for sustainability report analysis where researchers, practitioners, and students contribute modular extraction and benchmarking pipelines maintained long-term on GitHub.
Interdisciplinary R&D collaboration across university groups and student researchers building open fact-checking architectures and the ClimateCheck benchmark dataset.
Latest Research & Funding Insights
View all posts »Articles and case studies from our research collaborations, open-source tools, and R&D funding guides.
ESG & AI: Revolutionizing Real Estate Investment
Discover how AI is shaping the future of ESG in real estate investments for a sustainable and profitable tomorrow.
Bachelor & Master Thesis Collaboration for Climate & Sustainability Tech
An industry Bachelor or Master thesis can explore a deep technical question your product team has no time to investigate—if the research question, data, and supervision are structured properly from day one.
Forschungszulage for Sustainability & Climate Tech Startups: Define & Organize Your R&D for Success
Germany's Forschungszulage reimburses up to 35% of eligible R&D costs for SMEs—even before a startup is profitable. We help sustainability and climate tech companies define the entire research topic and organize the team, working students, and open-source modules so the project succeeds technically and qualifies cleanly.
Forschungszulage, ZIM & Transfer BONUS Design: A Practical R&D Funding Guide for German Tech & Sustainability Companies
German R&D and transfer programmes—Forschungszulage, ZIM, and Berlin's Transfer BONUS Design—can cover a substantial share of engineering, working student, design, and university collaboration costs when the underlying research topic is structured properly.
Frequently Asked Questions
How does open-source module co-development save us maintenance costs?
Many R&D tasks—such as PDF table parsing, ESRS disclosure extraction, benchmark evaluation harnesses, or data connectors—are necessary for your product but are not your proprietary differentiator. When a working student builds that module inside an open-source framework we steward, such as OpenSustainability Analysis, our community and engineering team continue maintaining, testing, and upgrading it after the student moves on. You keep a clean integration without carrying solo maintenance debt.
Are working student wages eligible for the German Forschungszulage?
Yes. Under the German Research Allowance Act, wages subject to wage tax—including those of working students—are eligible to the extent the student works directly on a certified R&D project and hours are properly documented. Small and medium-sized enterprises can claim up to 35% of eligible R&D expenses, plus a 20% overhead flat rate introduced in 2026. See our Forschungszulage for Sustainability Startups page for details.
Do you act as a staffing agency?
No. Companies hire the working student directly on their own payroll under a standard German working student contract. We help you scope the research task before hiring, introduce pre-vetted candidates from our research collaboration pool, and co-supervise the scientific and open-source work packages alongside your team.
What if we want the student to work full-time for three to six months first?
If a student's university degree regulations require a mandatory internship, a full-time Pflichtpraktikum is often the best starting point, or they can write a Bachelor or Master thesis with your company.
I am a student—how can I join your talent and research pool?
Students interested in working student roles, thesis topics, or open-source climate NLP collaborations can join our NLP4Climate community or reach out via our Join Us page with their background and research interests.
Planning a Working Student R&D Role?
Book a 60-minute scoping call to define the research task, open-source boundary, and candidate profile.
We usually reply within a few working days to schedule.
Scope a Working Student R&D Collaboration
Tell us whether you are a company looking to scope and fill a working student R&D role, or a student looking for a research collaboration.